Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "114" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 133 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 131 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459950 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.137583 | 1.215475 | -1.475377 | 0.324441 | 4.781219 | -1.269857 | 0.320298 | -1.349713 | 0.5950 | 0.6392 | 0.4080 | nan | nan |
| 2459949 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.945469 | 0.881085 | -1.506753 | -0.127722 | 2.730573 | -0.653351 | 0.352696 | 0.115030 | 0.5889 | 0.6257 | 0.4046 | nan | nan |
| 2459948 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.729746 | 0.824002 | -1.651053 | -0.285913 | 0.526194 | -0.777375 | -0.009482 | -0.444947 | 0.6095 | 0.6506 | 0.3856 | nan | nan |
| 2459947 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.898339 | 0.645867 | -1.509799 | -0.408332 | 0.536964 | -0.825704 | -1.340418 | -0.608513 | 0.6155 | 0.6393 | 0.3777 | nan | nan |
| 2459946 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.228580 | 12.371861 | 16.216280 | 10.447829 | 40.867924 | 11.140152 | 1081.554364 | 207.525740 | 0.0186 | 0.0259 | 0.0042 | nan | nan |
| 2459945 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.685698 | 11.878302 | 11.927991 | 8.777022 | 15.938347 | 10.881153 | 443.304810 | 73.845602 | 0.0236 | 0.0308 | 0.0040 | nan | nan |
| 2459944 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 20.960267 | 12.659694 | 22.385445 | 11.294751 | 60.314071 | 11.438148 | 1050.400366 | 108.940244 | 0.0168 | 0.0253 | 0.0050 | nan | nan |
| 2459943 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.276549 | 0.361854 | -1.189407 | -0.292966 | 1.276273 | -0.446605 | -0.218298 | -0.950808 | 0.5943 | 0.6435 | 0.4049 | nan | nan |
| 2459942 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.503731 | 13.688388 | 13.648568 | 10.950096 | 29.537052 | 12.566733 | 293.996832 | 98.006419 | 0.0224 | 0.0281 | 0.0034 | nan | nan |
| 2459941 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.070872 | 12.469841 | 12.645843 | 10.088854 | 13.584822 | 7.376678 | 288.063929 | 139.128393 | 0.0214 | 0.0263 | 0.0030 | nan | nan |
| 2459940 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.140374 | 0.321768 | -1.436504 | -0.740860 | 0.260453 | -0.382039 | 2.010387 | -0.391778 | 0.5824 | 0.6264 | 0.4095 | nan | nan |
| 2459939 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.803106 | 0.384014 | -1.249801 | -0.469456 | 2.026956 | -0.597955 | 0.190547 | -0.607461 | 0.5939 | 0.6352 | 0.4076 | nan | nan |
| 2459938 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.932031 | 0.686405 | -1.239929 | -0.316292 | 0.640975 | -0.824627 | 0.553446 | 0.816996 | 0.5950 | 0.6373 | 0.4022 | nan | nan |
| 2459937 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.668173 | 11.728500 | 14.467113 | 10.632817 | 13.093470 | 9.366823 | 303.898032 | 113.762407 | 0.0237 | 0.0313 | 0.0044 | nan | nan |
| 2459936 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.458504 | 7.030217 | 36.213421 | 14.176431 | 136.939329 | 12.229825 | 249.628091 | 18.593933 | 0.0162 | 0.0264 | 0.0046 | nan | nan |
| 2459935 | not_connected | 100.00% | 87.61% | 87.61% | 0.00% | - | - | 12.504550 | 12.754778 | -0.830395 | -0.389716 | 3.453543 | 1.698763 | 1.326674 | 0.035527 | 0.5266 | 0.5528 | 0.3518 | nan | nan |
| 2459934 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 18.921863 | 19.384152 | -0.529207 | 0.113920 | 1.627148 | -0.741657 | 0.399690 | 0.017251 | nan | nan | nan | nan | nan |
| 2459933 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.256630 | 15.657350 | -0.492297 | 0.183103 | 1.161481 | -1.181849 | 0.605546 | 0.249289 | nan | nan | nan | nan | nan |
| 2459932 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 17.693005 | 18.161573 | -0.544724 | 0.079184 | -1.055348 | 0.300122 | 0.817385 | -0.603164 | nan | nan | nan | nan | nan |
| 2459931 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.315124 | 16.865690 | -0.692660 | 0.154217 | 1.697261 | -0.770355 | 0.109973 | -0.169293 | nan | nan | nan | nan | nan |
| 2459930 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.658215 | 15.073231 | -0.399794 | 0.030532 | 1.327819 | -0.774710 | 0.413222 | 0.211518 | nan | nan | nan | nan | nan |
| 2459929 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.968995 | -0.504350 | -1.571290 | -0.706599 | -0.973223 | -1.031722 | -1.217481 | -0.986888 | 0.6828 | 0.6973 | 0.2281 | nan | nan |
| 2459928 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.904759 | 12.247671 | 13.315429 | 11.091463 | 10.622641 | 11.412344 | 276.102031 | 111.297680 | 0.0240 | 0.0278 | 0.0024 | nan | nan |
| 2459927 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.166064 | 0.785925 | -1.326496 | -0.414119 | 0.698026 | 5.441454 | -0.493487 | -0.866335 | 0.5534 | 0.5756 | 0.3450 | nan | nan |
| 2459926 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.304732 | 0.313572 | -1.933791 | -1.408768 | -0.852474 | -1.884950 | -0.826901 | -1.758072 | 0.7563 | 0.7929 | 0.2203 | nan | nan |
| 2459925 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.911769 | -0.810082 | -1.765373 | -1.019895 | -2.140915 | -1.358406 | -2.093988 | -1.821229 | 0.7060 | 0.7084 | 0.2699 | nan | nan |
| 2459924 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.175753 | 0.571499 | -1.710699 | -0.733780 | -1.110475 | -2.018954 | -0.214598 | -0.603249 | 0.6197 | 0.6590 | 0.3871 | nan | nan |
| 2459923 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.677814 | 12.603256 | 16.086899 | 11.448495 | 23.778599 | 5.782803 | 59.469123 | 17.484202 | 0.0213 | 0.0292 | 0.0047 | nan | nan |
| 2459922 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 22.605002 | 15.212691 | 14.503657 | 10.614204 | 23.366712 | 14.962633 | 349.380742 | 167.799942 | 0.0179 | 0.0231 | 0.0035 | nan | nan |
| 2459921 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459920 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.944179 | 0.487490 | -0.702383 | -0.581018 | 0.891235 | -1.398707 | 1.438007 | -0.127477 | 0.5728 | 0.6383 | 0.4287 | nan | nan |
| 2459919 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.204019 | 0.753941 | -0.549567 | -0.100885 | 1.031626 | -1.156729 | 0.946581 | -0.142889 | 0.5788 | 0.6379 | 0.4042 | nan | nan |
| 2459918 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.820869 | 1.151660 | -0.126785 | -0.261629 | 1.420338 | -0.641166 | 0.570141 | -0.137088 | 0.5823 | 0.6545 | 0.4099 | nan | nan |
| 2459917 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.359845 | 0.699559 | -0.174731 | -0.631273 | 0.072216 | -0.578323 | 1.087131 | 0.628586 | 0.6071 | 0.6856 | 0.4738 | nan | nan |
| 2459916 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.612369 | 0.916348 | 0.215506 | -0.448125 | 4.701744 | -0.919087 | 1.093159 | -0.144174 | 0.5755 | 0.6575 | 0.4180 | nan | nan |
| 2459915 | not_connected | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.422765 | 0.865367 | -0.051053 | -0.345113 | 2.009815 | -0.348468 | 0.406570 | -0.599330 | 0.6239 | 0.6863 | 0.3747 | nan | nan |
| 2459914 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.494071 | 1.052546 | 0.997614 | -0.354259 | 1.371802 | -1.107061 | 0.143969 | -1.809060 | 0.6299 | 0.7184 | 0.3340 | nan | nan |
| 2459913 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 25.250617 | 15.331775 | 24.434895 | 12.350087 | 75.248321 | 11.528693 | 1707.122392 | 219.772172 | 0.0165 | 0.0236 | 0.0043 | nan | nan |
| 2459912 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.789407 | 0.829984 | 0.608788 | -0.923997 | 1.570552 | -1.693772 | 1.188589 | -0.234648 | 0.5226 | 0.6442 | 0.4334 | nan | nan |
| 2459911 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.945039 | 0.426219 | 0.603312 | -0.514738 | 4.502967 | -1.756637 | -0.071341 | -0.903386 | 0.5295 | 0.6423 | 0.4333 | nan | nan |
| 2459910 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.976250 | 0.499544 | 0.669617 | -0.528133 | 4.920801 | -1.710273 | 0.523519 | -0.806924 | 0.5328 | 0.6444 | 0.4323 | nan | nan |
| 2459909 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.302224 | 0.528543 | 0.644222 | -0.747207 | 3.197429 | -1.283331 | 1.598958 | -0.688672 | 0.5295 | 0.6438 | 0.4314 | nan | nan |
| 2459908 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.655127 | 0.563374 | 0.763603 | -0.640665 | 4.246828 | -1.216081 | 1.916979 | -0.537657 | 0.5333 | 0.6522 | 0.4298 | nan | nan |
| 2459907 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.637856 | 0.679448 | 0.748221 | -0.689385 | 4.260892 | -0.989709 | 2.671609 | -0.518627 | 0.5314 | 0.6498 | 0.4298 | nan | nan |
| 2459906 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.534341 | 0.651576 | 0.666871 | -0.196053 | 5.020534 | -0.767505 | 1.852655 | -0.453264 | 0.5224 | 0.6406 | 0.4297 | nan | nan |
| 2459905 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.223802 | 0.625252 | 0.552836 | -0.312562 | 2.627160 | -1.140137 | 3.305933 | -0.464402 | 0.5186 | 0.6368 | 0.4340 | nan | nan |
| 2459904 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.558535 | 0.598959 | 1.041397 | -0.081471 | 5.901451 | -0.972630 | 1.468569 | -0.597071 | 0.5088 | 0.6374 | 0.4311 | nan | nan |
| 2459903 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.036610 | 0.764950 | 1.277303 | -0.277901 | 6.926359 | -1.252088 | 1.873222 | -0.826727 | 0.5081 | 0.6412 | 0.4393 | nan | nan |
| 2459902 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.434006 | 0.971008 | 0.997989 | 0.026272 | 5.553119 | -1.060911 | 2.519273 | -0.499661 | 0.5279 | 0.6426 | 0.4268 | nan | nan |
| 2459901 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.436223 | 0.567657 | 0.903164 | -0.575239 | 6.101688 | -0.841822 | 2.411278 | -0.731497 | 0.5215 | 0.6403 | 0.4277 | nan | nan |
| 2459900 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.415220 | 0.382212 | 0.967749 | -0.617413 | 8.486760 | -0.149063 | 2.293651 | -0.677791 | 0.4719 | 0.6027 | 0.3689 | nan | nan |
| 2459898 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.254375 | 0.474894 | 0.862351 | -0.497378 | 4.637429 | -1.513033 | 2.922189 | -0.690583 | 0.5201 | 0.6445 | 0.4319 | nan | nan |
| 2459897 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.293366 | 0.561314 | 0.784844 | -0.368452 | 6.874482 | -1.637815 | 1.902380 | -0.484356 | 0.5268 | 0.6495 | 0.4286 | nan | nan |
| 2459896 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.194427 | 0.581654 | 1.012186 | -0.244747 | 6.845494 | -2.198174 | 1.989281 | -0.614063 | 0.5310 | 0.6541 | 0.4291 | nan | nan |
| 2459895 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.269009 | 0.522183 | 0.932302 | 0.080984 | 0.770401 | -1.875776 | 0.098489 | -2.195424 | 0.6816 | 0.7405 | 0.2894 | nan | nan |
| 2459894 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.148914 | 0.467064 | 0.435638 | -0.453693 | 4.093328 | -1.571997 | 1.295108 | -0.689073 | 0.5442 | 0.6517 | 0.4121 | nan | nan |
| 2459893 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.661636 | 0.670483 | 0.924067 | -0.560412 | 5.622475 | -1.864864 | 2.338826 | -0.537330 | 0.5352 | 0.6547 | 0.4188 | nan | nan |
| 2459892 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.564695 | 0.591993 | 1.081547 | -0.453698 | 7.030188 | -0.739109 | 3.061900 | -0.743085 | 0.5338 | 0.6553 | 0.4215 | nan | nan |
| 2459891 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.525733 | 0.515977 | 0.856346 | -0.325425 | 4.653433 | -1.274421 | 1.814205 | -0.657505 | 0.5256 | 0.6458 | 0.4236 | nan | nan |
| 2459890 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.783251 | 0.443875 | 0.868106 | -0.235852 | 2.248424 | -1.945527 | 2.693898 | -0.501898 | 0.5356 | 0.6423 | 0.4176 | nan | nan |
| 2459889 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.588265 | 0.604294 | 0.514425 | -0.433540 | 4.866827 | -2.778196 | 0.957388 | -0.874844 | 0.5416 | 0.6487 | 0.4155 | nan | nan |
| 2459888 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.256151 | 0.506127 | 0.971661 | -0.127071 | 4.150579 | -1.548719 | 0.897547 | -1.227247 | 0.5707 | 0.6716 | 0.4071 | nan | nan |
| 2459887 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.739977 | 0.461515 | 1.141191 | -0.844700 | 2.283931 | -1.394490 | 1.156610 | -0.360069 | 0.5467 | 0.6495 | 0.4198 | nan | nan |
| 2459886 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.934321 | 0.578338 | 1.065312 | -0.173328 | 0.434402 | -1.473736 | 0.714633 | -1.385608 | 0.6437 | 0.7079 | 0.3585 | nan | nan |
| 2459885 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.976955 | 2.621715 | 3.962356 | 20.777696 | 5.834468 | 3.655464 | 1.287150 | 3.421329 | 0.6137 | 0.6901 | 0.3761 | nan | nan |
| 2459884 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.362672 | 3.854452 | 2.319198 | 3.912474 | 2.176820 | 4.069985 | 0.593743 | -2.861842 | 0.4895 | 0.6444 | 0.4335 | nan | nan |
| 2459883 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.861089 | 6.488178 | 11.885134 | 37.924228 | 3.810179 | 6.647768 | 2.271415 | -5.013536 | 0.4930 | 0.6556 | 0.4311 | nan | nan |
| 2459882 | not_connected | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 27.338095 | 25.018311 | 81.495557 | 70.271359 | 19.122523 | 20.006650 | 221.294779 | 191.664211 | 0.0257 | 0.0291 | 0.0025 | nan | nan |
| 2459881 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.324114 | 6.658155 | 14.440665 | 49.800331 | 12.061897 | 17.582496 | 3.370948 | 1.455455 | 0.5524 | 0.7090 | 0.3668 | nan | nan |
| 2459880 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.720885 | 7.267264 | 12.696190 | 40.425812 | 4.318995 | 5.782322 | 2.003176 | -2.926219 | 0.4831 | 0.6537 | 0.4397 | nan | nan |
| 2459879 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.781476 | 2.721450 | 2.517459 | 1.209308 | 1.579212 | -0.756720 | 0.882033 | -3.367808 | 0.4512 | 0.6455 | 0.4563 | nan | nan |
| 2459878 | not_connected | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.691610 | 7.096530 | 15.610369 | 49.431211 | 7.507741 | 10.103976 | 3.966605 | -5.059550 | 0.4747 | 0.6573 | 0.4456 | nan | nan |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 4.781219 | 1.215475 | 1.137583 | 0.324441 | -1.475377 | -1.269857 | 4.781219 | -1.349713 | 0.320298 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 2.730573 | 0.945469 | 0.881085 | -1.506753 | -0.127722 | 2.730573 | -0.653351 | 0.352696 | 0.115030 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 0.824002 | 0.729746 | 0.824002 | -1.651053 | -0.285913 | 0.526194 | -0.777375 | -0.009482 | -0.444947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 0.898339 | 0.645867 | 0.898339 | -0.408332 | -1.509799 | -0.825704 | 0.536964 | -0.608513 | -1.340418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 1081.554364 | 12.371861 | 16.228580 | 10.447829 | 16.216280 | 11.140152 | 40.867924 | 207.525740 | 1081.554364 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 443.304810 | 11.878302 | 12.685698 | 8.777022 | 11.927991 | 10.881153 | 15.938347 | 73.845602 | 443.304810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 1050.400366 | 20.960267 | 12.659694 | 22.385445 | 11.294751 | 60.314071 | 11.438148 | 1050.400366 | 108.940244 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 2.276549 | 0.361854 | 2.276549 | -0.292966 | -1.189407 | -0.446605 | 1.276273 | -0.950808 | -0.218298 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 293.996832 | 13.688388 | 14.503731 | 10.950096 | 13.648568 | 12.566733 | 29.537052 | 98.006419 | 293.996832 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 288.063929 | 12.469841 | 15.070872 | 10.088854 | 12.645843 | 7.376678 | 13.584822 | 139.128393 | 288.063929 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 2.140374 | 0.321768 | 2.140374 | -0.740860 | -1.436504 | -0.382039 | 0.260453 | -0.391778 | 2.010387 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 2.026956 | 0.384014 | 1.803106 | -0.469456 | -1.249801 | -0.597955 | 2.026956 | -0.607461 | 0.190547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 1.932031 | 0.686405 | 1.932031 | -0.316292 | -1.239929 | -0.824627 | 0.640975 | 0.816996 | 0.553446 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 303.898032 | 14.668173 | 11.728500 | 14.467113 | 10.632817 | 13.093470 | 9.366823 | 303.898032 | 113.762407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 249.628091 | 12.458504 | 7.030217 | 36.213421 | 14.176431 | 136.939329 | 12.229825 | 249.628091 | 18.593933 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 12.754778 | 12.754778 | 12.504550 | -0.389716 | -0.830395 | 1.698763 | 3.453543 | 0.035527 | 1.326674 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 19.384152 | 18.921863 | 19.384152 | -0.529207 | 0.113920 | 1.627148 | -0.741657 | 0.399690 | 0.017251 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 15.657350 | 15.657350 | 15.256630 | 0.183103 | -0.492297 | -1.181849 | 1.161481 | 0.249289 | 0.605546 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 18.161573 | 18.161573 | 17.693005 | 0.079184 | -0.544724 | 0.300122 | -1.055348 | -0.603164 | 0.817385 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 16.865690 | 16.315124 | 16.865690 | -0.692660 | 0.154217 | 1.697261 | -0.770355 | 0.109973 | -0.169293 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 15.073231 | 14.658215 | 15.073231 | -0.399794 | 0.030532 | 1.327819 | -0.774710 | 0.413222 | 0.211518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | -0.504350 | -0.504350 | -0.968995 | -0.706599 | -1.571290 | -1.031722 | -0.973223 | -0.986888 | -1.217481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 276.102031 | 12.247671 | 12.904759 | 11.091463 | 13.315429 | 11.412344 | 10.622641 | 111.297680 | 276.102031 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Temporal Variability | 5.441454 | 0.785925 | 0.166064 | -0.414119 | -1.326496 | 5.441454 | 0.698026 | -0.866335 | -0.493487 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 0.313572 | 0.313572 | 0.304732 | -1.408768 | -1.933791 | -1.884950 | -0.852474 | -1.758072 | -0.826901 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | -0.810082 | -0.911769 | -0.810082 | -1.765373 | -1.019895 | -2.140915 | -1.358406 | -2.093988 | -1.821229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Shape | 0.571499 | 0.175753 | 0.571499 | -1.710699 | -0.733780 | -1.110475 | -2.018954 | -0.214598 | -0.603249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 59.469123 | 12.603256 | 15.677814 | 11.448495 | 16.086899 | 5.782803 | 23.778599 | 17.484202 | 59.469123 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 349.380742 | 15.212691 | 22.605002 | 10.614204 | 14.503657 | 14.962633 | 23.366712 | 167.799942 | 349.380742 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 1.944179 | 0.487490 | 1.944179 | -0.581018 | -0.702383 | -1.398707 | 0.891235 | -0.127477 | 1.438007 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 2.204019 | 2.204019 | 0.753941 | -0.549567 | -0.100885 | 1.031626 | -1.156729 | 0.946581 | -0.142889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 3.820869 | 1.151660 | 3.820869 | -0.261629 | -0.126785 | -0.641166 | 1.420338 | -0.137088 | 0.570141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 3.359845 | 0.699559 | 3.359845 | -0.631273 | -0.174731 | -0.578323 | 0.072216 | 0.628586 | 1.087131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 4.701744 | 3.612369 | 0.916348 | 0.215506 | -0.448125 | 4.701744 | -0.919087 | 1.093159 | -0.144174 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 3.422765 | 3.422765 | 0.865367 | -0.051053 | -0.345113 | 2.009815 | -0.348468 | 0.406570 | -0.599330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.494071 | 5.494071 | 1.052546 | 0.997614 | -0.354259 | 1.371802 | -1.107061 | 0.143969 | -1.809060 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 1707.122392 | 15.331775 | 25.250617 | 12.350087 | 24.434895 | 11.528693 | 75.248321 | 219.772172 | 1707.122392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 4.789407 | 0.829984 | 4.789407 | -0.923997 | 0.608788 | -1.693772 | 1.570552 | -0.234648 | 1.188589 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 4.945039 | 0.426219 | 4.945039 | -0.514738 | 0.603312 | -1.756637 | 4.502967 | -0.903386 | -0.071341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 4.976250 | 0.499544 | 4.976250 | -0.528133 | 0.669617 | -1.710273 | 4.920801 | -0.806924 | 0.523519 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.302224 | 0.528543 | 5.302224 | -0.747207 | 0.644222 | -1.283331 | 3.197429 | -0.688672 | 1.598958 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.655127 | 5.655127 | 0.563374 | 0.763603 | -0.640665 | 4.246828 | -1.216081 | 1.916979 | -0.537657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.637856 | 0.679448 | 5.637856 | -0.689385 | 0.748221 | -0.989709 | 4.260892 | -0.518627 | 2.671609 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.534341 | 0.651576 | 5.534341 | -0.196053 | 0.666871 | -0.767505 | 5.020534 | -0.453264 | 1.852655 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.223802 | 0.625252 | 5.223802 | -0.312562 | 0.552836 | -1.140137 | 2.627160 | -0.464402 | 3.305933 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 5.901451 | 0.598959 | 5.558535 | -0.081471 | 1.041397 | -0.972630 | 5.901451 | -0.597071 | 1.468569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 6.926359 | 0.764950 | 6.036610 | -0.277901 | 1.277303 | -1.252088 | 6.926359 | -0.826727 | 1.873222 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 6.434006 | 6.434006 | 0.971008 | 0.997989 | 0.026272 | 5.553119 | -1.060911 | 2.519273 | -0.499661 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 6.436223 | 6.436223 | 0.567657 | 0.903164 | -0.575239 | 6.101688 | -0.841822 | 2.411278 | -0.731497 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 8.486760 | 5.415220 | 0.382212 | 0.967749 | -0.617413 | 8.486760 | -0.149063 | 2.293651 | -0.677791 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.254375 | 0.474894 | 5.254375 | -0.497378 | 0.862351 | -1.513033 | 4.637429 | -0.690583 | 2.922189 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 6.874482 | 0.561314 | 5.293366 | -0.368452 | 0.784844 | -1.637815 | 6.874482 | -0.484356 | 1.902380 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 6.845494 | 0.581654 | 5.194427 | -0.244747 | 1.012186 | -2.198174 | 6.845494 | -0.614063 | 1.989281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.269009 | 5.269009 | 0.522183 | 0.932302 | 0.080984 | 0.770401 | -1.875776 | 0.098489 | -2.195424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 6.148914 | 0.467064 | 6.148914 | -0.453693 | 0.435638 | -1.571997 | 4.093328 | -0.689073 | 1.295108 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 6.661636 | 6.661636 | 0.670483 | 0.924067 | -0.560412 | 5.622475 | -1.864864 | 2.338826 | -0.537330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Variability | 7.030188 | 0.591993 | 6.564695 | -0.453698 | 1.081547 | -0.739109 | 7.030188 | -0.743085 | 3.061900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.525733 | 5.525733 | 0.515977 | 0.856346 | -0.325425 | 4.653433 | -1.274421 | 1.814205 | -0.657505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.783251 | 0.443875 | 5.783251 | -0.235852 | 0.868106 | -1.945527 | 2.248424 | -0.501898 | 2.693898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 6.588265 | 6.588265 | 0.604294 | 0.514425 | -0.433540 | 4.866827 | -2.778196 | 0.957388 | -0.874844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.256151 | 0.506127 | 5.256151 | -0.127071 | 0.971661 | -1.548719 | 4.150579 | -1.227247 | 0.897547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.739977 | 0.461515 | 5.739977 | -0.844700 | 1.141191 | -1.394490 | 2.283931 | -0.360069 | 1.156610 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 5.934321 | 5.934321 | 0.578338 | 1.065312 | -0.173328 | 0.434402 | -1.473736 | 0.714633 | -1.385608 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Power | 20.777696 | 2.621715 | 9.976955 | 20.777696 | 3.962356 | 3.655464 | 5.834468 | 3.421329 | 1.287150 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 7.362672 | 3.854452 | 7.362672 | 3.912474 | 2.319198 | 4.069985 | 2.176820 | -2.861842 | 0.593743 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Power | 37.924228 | 6.488178 | 10.861089 | 37.924228 | 11.885134 | 6.647768 | 3.810179 | -5.013536 | 2.271415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Temporal Discontinuties | 221.294779 | 25.018311 | 27.338095 | 70.271359 | 81.495557 | 20.006650 | 19.122523 | 191.664211 | 221.294779 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Power | 49.800331 | 6.658155 | 10.324114 | 49.800331 | 14.440665 | 17.582496 | 12.061897 | 1.455455 | 3.370948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Power | 40.425812 | 7.267264 | 12.720885 | 40.425812 | 12.696190 | 5.782322 | 4.318995 | -2.926219 | 2.003176 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | ee Shape | 6.781476 | 2.721450 | 6.781476 | 1.209308 | 2.517459 | -0.756720 | 1.579212 | -3.367808 | 0.882033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114 | N11 | not_connected | nn Power | 49.431211 | 7.096530 | 11.691610 | 49.431211 | 15.610369 | 10.103976 | 7.507741 | -5.059550 | 3.966605 |